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Herna Viktor
Herna Viktor
Professor of Computer Science, University of Ottawa
Verified email at uottawa.ca - Homepage
Title
Cited by
Cited by
Year
Learning from imbalanced data sets with boosting and data generation: the databoost-im approach
H Guo, HL Viktor
ACM Sigkdd Explorations Newsletter 6 (1), 30-39, 2004
8412004
Molecular dynamics, monte carlo simulations, and langevin dynamics: a computational review
E Paquet, HL Viktor
BioMed research international 2015 (1), 183918, 2015
2282015
Fast hoeffding drift detection method for evolving data streams
A Pesaranghader, HL Viktor
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2016
2052016
Machine-generated text: A comprehensive survey of threat models and detection methods
EN Crothers, N Japkowicz, HL Viktor
IEEE Access 11, 70977-71002, 2023
1792023
SCUT: Multi-class imbalanced data classification using SMOTE and cluster-based undersampling
A Agrawal, HL Viktor, E Paquet
2015 7Th international joint conference on knowledge discovery, knowledge …, 2015
1412015
McDiarmid drift detection methods for evolving data streams
A Pesaranghader, HL Viktor, E Paquet
2018 International joint conference on neural networks (IJCNN), 1-9, 2018
1142018
Protein–protein interaction prediction with deep learning: A comprehensive review
F Soleymani, E Paquet, H Viktor, W Michalowski, D Spinello
Computational and Structural Biotechnology Journal 20, 5316-5341, 2022
992022
Reservoir of diverse adaptive learners and stacking fast hoeffding drift detection methods for evolving data streams
A Pesaranghader, H Viktor, E Paquet
Machine Learning 107 (11), 1711-1743, 2018
892018
Computational methods for ab initio molecular dynamics
E Paquet, HL Viktor
Advances in Chemistry 2018 (1), 9839641, 2018
842018
Deep learning in the stock market—a systematic survey of practice, backtesting, and applications
K Olorunnimbe, H Viktor
Artificial Intelligence Review 56 (3), 2057-2109, 2023
832023
Long-term preservation of 3-D cultural heritage data related to architectural sites
E Paquet, HL Viktor
Proceedings of the ISPRS Working Group 4, 1-8, 2005
742005
Multirelational classification: a multiple view approach
H Guo, HL Viktor
Knowledge and Information Systems 17, 287-312, 2008
582008
Learning from imbalanced data using ensemble methods and cluster-based undersampling
P Sobhani, H Viktor, S Matwin
New Frontiers in Mining Complex Patterns: Third International Workshop …, 2015
572015
Boosting with data generation: improving the classification of hard to learn examples
H Guo, HL Viktor
International Conference on Industrial, Engineering and Other Applications …, 2004
432004
Reduction of symbolic rules from artificial neural networks using sensitivity analysis
HL Viktor, AP Engelbrecht, I Cloete
Proceedings of ICNN'95-International Conference on Neural Networks 4, 1788-1793, 1995
381995
Adversarial robustness of neural-statistical features in detection of generative transformers
E Crothers, N Japkowicz, H Viktor, P Branco
2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022
342022
Catering for unique tastes: Targeting grey-sheep users recommender systems through one-class machine learning
R Alabdulrahman, H Viktor
Expert systems with applications 166, 114061, 2021
342021
Long-term digital preservation: preserving authenticity and usability of 3-D data
J Doyle, H Viktor, E Paquet
International journal on digital libraries 10, 33-47, 2009
312009
Mining relational databases with multi-view learning
H Guo, HL Viktor
Proceedings of the 4th international workshop on Multi-relational mining, 15-24, 2005
312005
Use of Performance Metrics to Forecast Success in the National Hockey League.
J Weissbock, HL Viktor, D Inkpen
MLSA@ PKDD/ECML, 39-48, 2013
282013
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